Report

Dataset statistics

Number of variables	9
Number of observations	3000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	234.4 KiB
Average record size in memory	80.0 B

Variable types

Numeric	9

Alerts

`longitude` is highly correlated with `latitude`	High correlation
`latitude` is highly correlated with `longitude`	High correlation
`total_rooms` is highly correlated with `total_bedrooms` and 2 other fields	High correlation
`total_bedrooms` is highly correlated with `total_rooms` and 2 other fields	High correlation
`population` is highly correlated with `total_rooms` and 2 other fields	High correlation
`households` is highly correlated with `total_rooms` and 2 other fields	High correlation
`median_income` is highly correlated with `median_house_value`	High correlation
`median_house_value` is highly correlated with `median_income`	High correlation
`longitude` is highly correlated with `latitude`	High correlation
`latitude` is highly correlated with `longitude`	High correlation
`total_rooms` is highly correlated with `total_bedrooms` and 2 other fields	High correlation
`total_bedrooms` is highly correlated with `total_rooms` and 2 other fields	High correlation
`population` is highly correlated with `total_rooms` and 2 other fields	High correlation
`households` is highly correlated with `total_rooms` and 2 other fields	High correlation
`median_income` is highly correlated with `median_house_value`	High correlation
`median_house_value` is highly correlated with `median_income`	High correlation
`longitude` is highly correlated with `latitude`	High correlation
`latitude` is highly correlated with `longitude`	High correlation
`total_rooms` is highly correlated with `total_bedrooms` and 2 other fields	High correlation
`total_bedrooms` is highly correlated with `total_rooms` and 2 other fields	High correlation
`population` is highly correlated with `total_rooms` and 2 other fields	High correlation
`households` is highly correlated with `total_rooms` and 2 other fields	High correlation
`longitude` is highly correlated with `latitude`	High correlation
`latitude` is highly correlated with `longitude` and 1 other fields	High correlation
`total_rooms` is highly correlated with `total_bedrooms` and 2 other fields	High correlation
`total_bedrooms` is highly correlated with `total_rooms` and 2 other fields	High correlation
`population` is highly correlated with `total_rooms` and 2 other fields	High correlation
`households` is highly correlated with `total_rooms` and 2 other fields	High correlation
`median_income` is highly correlated with `median_house_value`	High correlation
`median_house_value` is highly correlated with `latitude` and 1 other fields	High correlation

Reproduction

Analysis started	2022-10-11 10:01:19.749428
Analysis finished	2022-10-11 10:01:38.503267
Duration	18.75 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

longitude
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	607
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-119.5892

Minimum	-124.18
Maximum	-114.49
Zeros	0
Zeros (%)	0.0%
Negative	3000
Negative (%)	100.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	-124.18
5-th percentile	-122.47
Q1	-121.81
median	-118.485
Q3	-118.02
95-th percentile	-117.1
Maximum	-114.49
Range	9.69
Interquartile range (IQR)	3.79

Descriptive statistics

Standard deviation	1.994936294
Coefficient of variation (CV)	-0.01668157571
Kurtosis	-1.36277166
Mean	-119.5892
Median Absolute Deviation (MAD)	1.275
Skewness	-0.2978576326
Sum	-358767.6
Variance	3.979770817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-118.26	26	0.9%
-118.21	26	0.9%
-118.28	25	0.8%
-118.27	25	0.8%
-118.29	25	0.8%
-118.3	24	0.8%
-118.14	23	0.8%
-118.35	22	0.7%
-118.31	21	0.7%
-118.02	21	0.7%
Other values (597)	2762	92.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-124.18	1	< 0.1%
-124.17	1	< 0.1%
-124.16	4	0.1%
-124.15	1	< 0.1%
-124.14	3	0.1%
-124.1	1	< 0.1%
-124.09	2	0.1%
-124.01	1	< 0.1%
-123.92	1	< 0.1%
-123.85	1	< 0.1%

Value	Count	Frequency (%)
-114.49	1	< 0.1%
-114.55	1	< 0.1%
-114.61	1	< 0.1%
-114.62	1	< 0.1%
-114.98	1	< 0.1%
-115.49	1	< 0.1%
-115.52	1	< 0.1%
-115.56	1	< 0.1%
-115.57	4	0.1%
-115.59	1	< 0.1%

latitude
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	587
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.63539

Minimum	32.56
Maximum	41.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	32.56
5-th percentile	32.82
Q1	33.93
median	34.27
Q3	37.69
95-th percentile	38.97
Maximum	41.92
Range	9.36
Interquartile range (IQR)	3.76

Descriptive statistics

Standard deviation	2.129669523
Coefficient of variation (CV)	0.05976276739
Kurtosis	-1.12437247
Mean	35.63539
Median Absolute Deviation (MAD)	1.25
Skewness	0.4598159368
Sum	106906.17
Variance	4.535492279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34.02	35	1.2%
34.06	33	1.1%
34.05	32	1.1%
34.09	31	1.0%
34.11	31	1.0%
34.07	31	1.0%
33.93	30	1.0%
33.91	30	1.0%
33.84	28	0.9%
33.97	27	0.9%
Other values (577)	2692	89.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
32.56	1	< 0.1%
32.57	3	0.1%
32.58	6	0.2%
32.59	2	0.1%
32.6	1	< 0.1%
32.61	4	0.1%
32.62	2	0.1%
32.64	2	0.1%
32.66	3	0.1%
32.67	1	< 0.1%

Value	Count	Frequency (%)
41.92	1	< 0.1%
41.8	1	< 0.1%
41.63	1	< 0.1%
41.54	1	< 0.1%
41.31	1	< 0.1%
41.28	1	< 0.1%
41.23	1	< 0.1%
41.2	1	< 0.1%
41.01	1	< 0.1%
40.99	1	< 0.1%

housing_median_age
Real number (ℝ_≥0)

Distinct	52
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.84533333

Minimum	1
Maximum	52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	18
median	29
Q3	37
95-th percentile	52
Maximum	52
Range	51
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	12.55539555
Coefficient of variation (CV)	0.4352660935
Kurtosis	-0.8037837284
Mean	28.84533333
Median Absolute Deviation (MAD)	10
Skewness	0.01851312116
Sum	86536
Variance	157.6379575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	173	5.8%
35	118	3.9%
36	115	3.8%
16	107	3.6%
34	102	3.4%
17	100	3.3%
32	91	3.0%
26	88	2.9%
37	88	2.9%
25	86	2.9%
Other values (42)	1932	64.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	0.1%
2	6	0.2%
3	12	0.4%
4	28	0.9%
5	39	1.3%
6	25	0.8%
7	20	0.7%
8	25	0.8%
9	27	0.9%
10	30	1.0%

Value	Count	Frequency (%)
52	173	5.8%
51	11	0.4%
50	16	0.5%
49	21	0.7%
48	34	1.1%
47	22	0.7%
46	41	1.4%
45	51	1.7%
44	51	1.7%
43	56	1.9%

total_rooms
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2215
Distinct (%)	73.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2599.578667

Minimum	6
Maximum	30450
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	6
5-th percentile	585.9
Q1	1401
median	2106
Q3	3129
95-th percentile	6016.45
Maximum	30450
Range	30444
Interquartile range (IQR)	1728

Descriptive statistics

Standard deviation	2155.593332
Coefficient of variation (CV)	0.8292087327
Kurtosis	32.09994094
Mean	2599.578667
Median Absolute Deviation (MAD)	815.5
Skewness	4.167637359
Sum	7798736
Variance	4646582.611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1778	5	0.2%
1966	5	0.2%
907	5	0.2%
1787	5	0.2%
2127	4	0.1%
1564	4	0.1%
1005	4	0.1%
1499	4	0.1%
1531	4	0.1%
2914	4	0.1%
Other values (2205)	2956	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
16	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
21	1	< 0.1%
25	1	< 0.1%
32	2	0.1%
38	1	< 0.1%
40	1	< 0.1%
41	1	< 0.1%

Value	Count	Frequency (%)
30450	1	< 0.1%
27870	1	< 0.1%
24121	1	< 0.1%
23915	1	< 0.1%
21988	1	< 0.1%
20354	1	< 0.1%
18132	1	< 0.1%
18123	1	< 0.1%
17470	1	< 0.1%
16590	1	< 0.1%

total_bedrooms
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1055
Distinct (%)	35.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	529.9506667

Minimum	2
Maximum	5419
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	2
5-th percentile	130.95
Q1	291
median	437
Q3	636
95-th percentile	1220.1
Maximum	5419
Range	5417
Interquartile range (IQR)	345

Descriptive statistics

Standard deviation	415.6543681
Coefficient of variation (CV)	0.7843265313
Kurtosis	28.53707082
Mean	529.9506667
Median Absolute Deviation (MAD)	165
Skewness	3.863393189
Sum	1589852
Variance	172768.5538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
314	15	0.5%
270	12	0.4%
299	11	0.4%
274	10	0.3%
298	10	0.3%
348	10	0.3%
301	10	0.3%
528	10	0.3%
493	10	0.3%
292	10	0.3%
Other values (1045)	2892	96.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
7	2	0.1%
8	5	0.2%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	3	0.1%

Value	Count	Frequency (%)
5419	1	< 0.1%
5033	1	< 0.1%
5027	1	< 0.1%
4585	1	< 0.1%
4522	1	< 0.1%
4135	1	< 0.1%
4055	1	< 0.1%
3493	1	< 0.1%
3173	1	< 0.1%
2971	1	< 0.1%

population
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1802
Distinct (%)	60.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1402.798667

Minimum	5
Maximum	11935
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	5
5-th percentile	346.95
Q1	780
median	1155
Q3	1742.75
95-th percentile	3238.3
Maximum	11935
Range	11930
Interquartile range (IQR)	962.75

Descriptive statistics

Standard deviation	1030.543012
Coefficient of variation (CV)	0.7346335842
Kurtosis	16.44326818
Mean	1402.798667
Median Absolute Deviation (MAD)	450
Skewness	2.949670691
Sum	4208396
Variance	1062018.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
870	7	0.2%
753	6	0.2%
697	6	0.2%
881	6	0.2%
1211	6	0.2%
1581	5	0.2%
568	5	0.2%
769	5	0.2%
494	5	0.2%
1277	5	0.2%
Other values (1792)	2944	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
8	2	0.1%
14	2	0.1%
19	1	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
25	1	< 0.1%
26	1	< 0.1%
27	3	0.1%
29	1	< 0.1%

Value	Count	Frequency (%)
11935	1	< 0.1%
11139	1	< 0.1%
10877	1	< 0.1%
9419	1	< 0.1%
8824	1	< 0.1%
8768	1	< 0.1%
8152	1	< 0.1%
7604	1	< 0.1%
7596	1	< 0.1%
7560	1	< 0.1%

households
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1026
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	489.912

Minimum	2
Maximum	4930
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	2
5-th percentile	122.95
Q1	273
median	409.5
Q3	597.25
95-th percentile	1113
Maximum	4930
Range	4928
Interquartile range (IQR)	324.25

Descriptive statistics

Standard deviation	365.4227098
Coefficient of variation (CV)	0.7458945888
Kurtosis	26.22936135
Mean	489.912
Median Absolute Deviation (MAD)	153.5
Skewness	3.559753412
Sum	1469736
Variance	133533.7568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
375	12	0.4%
273	12	0.4%
614	12	0.4%
340	11	0.4%
363	11	0.4%
429	11	0.4%
456	11	0.4%
335	11	0.4%
239	11	0.4%
287	11	0.4%
Other values (1016)	2887	96.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	2	0.1%
7	2	0.1%
8	2	0.1%
9	5	0.2%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	3	0.1%

Value	Count	Frequency (%)
4930	1	< 0.1%
4855	1	< 0.1%
4176	1	< 0.1%
3958	1	< 0.1%
3293	1	< 0.1%
3252	1	< 0.1%
3197	1	< 0.1%
2964	1	< 0.1%
2651	1	< 0.1%
2392	1	< 0.1%

median_income
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2578
Distinct (%)	85.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8072718

Minimum	0.4999
Maximum	15.0001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	0.4999
5-th percentile	1.56239
Q1	2.544
median	3.48715
Q3	4.656475
95-th percentile	6.97549
Maximum	15.0001
Range	14.5002
Interquartile range (IQR)	2.112475

Descriptive statistics

Standard deviation	1.85451173
Coefficient of variation (CV)	0.4870972778
Kurtosis	5.626184149
Mean	3.8072718
Median Absolute Deviation (MAD)	1.02845
Skewness	1.698511735
Sum	11421.8154
Variance	3.439213756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.0001	9	0.3%
4	8	0.3%
3.375	8	0.3%
2.125	7	0.2%
3.875	7	0.2%
3.25	7	0.2%
2.75	7	0.2%
2.375	6	0.2%
3.6875	6	0.2%
3.625	6	0.2%
Other values (2568)	2929	97.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4999	1	< 0.1%
0.536	3	0.1%
0.5495	1	< 0.1%
0.7054	1	< 0.1%
0.7403	1	< 0.1%
0.75	1	< 0.1%
0.8054	1	< 0.1%
0.8185	1	< 0.1%
0.8252	1	< 0.1%
0.844	1	< 0.1%

Value	Count	Frequency (%)
15.0001	9	0.3%
14.2867	1	< 0.1%
13.6623	1	< 0.1%
12.8763	1	< 0.1%
12.6417	1	< 0.1%
12.3767	1	< 0.1%
11.806	1	< 0.1%
11.7794	1	< 0.1%
11.5706	1	< 0.1%
11.1978	1	< 0.1%

median_house_value
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1784
Distinct (%)	59.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	205846.275

Minimum	22500
Maximum	500001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	46.9 KiB

Quantile statistics

Minimum	22500
5-th percentile	67785
Q1	121200
median	177650
Q3	263975
95-th percentile	465640
Maximum	500001
Range	477501
Interquartile range (IQR)	142775

Descriptive statistics

Standard deviation	113119.6875
Coefficient of variation (CV)	0.5495347801
Kurtosis	0.3953989964
Mean	205846.275
Median Absolute Deviation (MAD)	68000
Skewness	0.9895619132
Sum	617538825
Variance	1.279606369 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
500001	125	4.2%
137500	23	0.8%
162500	21	0.7%
225000	17	0.6%
350000	14	0.5%
87500	13	0.4%
100000	13	0.4%
187500	13	0.4%
112500	12	0.4%
150000	11	0.4%
Other values (1774)	2738	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22500	1	< 0.1%
37500	1	< 0.1%
39200	1	< 0.1%
39800	1	< 0.1%
40000	1	< 0.1%
41500	1	< 0.1%
42500	1	< 0.1%
42700	1	< 0.1%
43100	1	< 0.1%
43300	1	< 0.1%

Value	Count	Frequency (%)
500001	125	4.2%
500000	4	0.1%
495800	1	< 0.1%
495500	1	< 0.1%
494700	1	< 0.1%
493200	1	< 0.1%
492300	1	< 0.1%
492000	1	< 0.1%
489800	1	< 0.1%
487100	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	longitude	latitude	housing_median_age	total_rooms	total_bedrooms	population	households	median_income	median_house_value
0	-122.05	37.37	27.0	3885.0	661.0	1537.0	606.0	6.6085	344700.0
1	-118.30	34.26	43.0	1510.0	310.0	809.0	277.0	3.5990	176500.0
2	-117.81	33.78	27.0	3589.0	507.0	1484.0	495.0	5.7934	270500.0
3	-118.36	33.82	28.0	67.0	15.0	49.0	11.0	6.1359	330000.0
4	-119.67	36.33	19.0	1241.0	244.0	850.0	237.0	2.9375	81700.0
5	-119.56	36.51	37.0	1018.0	213.0	663.0	204.0	1.6635	67000.0
6	-121.43	38.63	43.0	1009.0	225.0	604.0	218.0	1.6641	67000.0
7	-120.65	35.48	19.0	2310.0	471.0	1341.0	441.0	3.2250	166900.0
8	-122.84	38.40	15.0	3080.0	617.0	1446.0	599.0	3.6696	194400.0
9	-118.02	34.08	31.0	2402.0	632.0	2830.0	603.0	2.3333	164200.0

Last rows

	longitude	latitude	housing_median_age	total_rooms	total_bedrooms	population	households	median_income	median_house_value
2990	-118.23	34.09	49.0	1638.0	456.0	1500.0	430.0	2.6923	150000.0
2991	-117.17	34.28	13.0	4867.0	718.0	780.0	250.0	7.1997	253800.0
2992	-122.33	37.39	52.0	573.0	102.0	232.0	92.0	6.2263	500001.0
2993	-117.91	33.60	37.0	2088.0	510.0	673.0	390.0	5.1048	500001.0
2994	-117.93	33.86	35.0	931.0	181.0	516.0	174.0	5.5867	182500.0
2995	-119.86	34.42	23.0	1450.0	642.0	1258.0	607.0	1.1790	225000.0
2996	-118.14	34.06	27.0	5257.0	1082.0	3496.0	1036.0	3.3906	237200.0
2997	-119.70	36.30	10.0	956.0	201.0	693.0	220.0	2.2895	62000.0
2998	-117.12	34.10	40.0	96.0	14.0	46.0	14.0	3.2708	162500.0
2999	-119.63	34.42	42.0	1765.0	263.0	753.0	260.0	8.5608	500001.0

Overview

Variables

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows